How to use the imgviz.draw function in imgviz

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github wkentaro / imgviz / imgviz / label.py View on Github external
return res

    if loc == "centroid":
        for label_i in unique_labels:
            mask = label == label_i
            if 1.0 * mask.sum() / mask.size < thresh_suppress:
                continue
            y, x = np.array(_center_of_mass(mask), dtype=int)

            if label[y, x] != label_i:
                Y, X = np.where(mask)
                point_index = np.random.randint(0, len(Y))
                y, x = Y[point_index], X[point_index]

            text = label_names[label_i]
            height, width = draw_module.text_size(
                text, size=font_size, font_path=font_path
            )
            color = color_module.get_fg_color(res[y, x])
            res = draw_module.text(
                res,
                yx=(y - height // 2, x - width // 2),
                text=text,
                color=color,
                size=font_size,
                font_path=font_path,
            )
    elif loc in ["rb", "lt"]:
        text_sizes = np.array(
            [
                draw_module.text_size(
                    label_names[l], font_size, font_path=font_path
github wkentaro / imgviz / tests / draw_tests / test_rectangle.py View on Github external
def test_rectangle():
    img = np.full((100, 100, 3), 255, dtype=np.uint8)
    res = imgviz.draw.rectangle(img, (0, 0), (50, 50), outline=(0, 0, 0))
    assert res.shape == img.shape
    assert res.dtype == img.dtype
github wkentaro / imgviz / examples / draw.py View on Github external
def draw():
    img = imgviz.data.lena()
    H, W = img.shape[:2]
    viz = img

    y1, x1 = 200, 180
    y2, x2 = 400, 380
    viz = imgviz.draw.rectangle(
        viz, (y1, x1), (y2, x2), outline=(255, 255, 255), width=5
    )
    viz = imgviz.draw.text_in_rectangle(
        viz,
        loc="lt",
        text="face",
        size=30,
        background=(255, 255, 255),
        aabb1=(y1, x1),
        aabb2=(y2, x2),
    )

    # eye, eye, nose, mouse, mouse
    xys = [(265, 265), (330, 265), (315, 320), (270, 350), (320, 350)]
    colors = imgviz.label_colormap(value=255)[1:]
    shapes = ["star", "star", "rectangle", "circle", "triangle"]
github wkentaro / imgviz / imgviz / instances.py View on Github external
pass

    for instance_id in range(n_instance):
        bbox = bboxes[instance_id]
        label = labels[instance_id]
        caption = captions[instance_id]

        color_cls = colormap[label % len(colormap)]

        y1, x1, y2, x2 = bbox
        if (y2 - y1) * (x2 - x1) == 0:
            continue

        aabb1 = np.array([y1, x1], dtype=int)
        aabb2 = np.array([y2, x2], dtype=int)
        dst = draw_module.rectangle(
            dst, aabb1, aabb2, outline=color_cls, width=line_width,
        )

        if caption is not None:
            for loc in ["lt+", "lt"]:
                y1, x1, y2, x2 = draw_module.text_in_rectangle_aabb(
                    src=dst,
                    loc=loc,
                    text=caption,
                    size=font_size,
                    aabb1=aabb1,
                    aabb2=aabb2,
                    font_path=font_path,
                )
                if (
                    y1 >= 0